Dockerfile Security & Efficiency Auditor
Audits a Dockerfile for security and efficiency issues — root user, secret leakage, unpinned tags, layer bloat, cache misses, missing healthchecks, and supply-chain risks — and returns a hardened, multi-stage rewrite with CIS-Docker alignment and image-size impact estimates.
About this prompt
When to use this prompt
- check_circlePre-merge review of Dockerfiles for production services and base-image pipelines
- check_circleCompliance prep for SOC 2, PCI, HIPAA audits requiring CIS-Docker alignment
- check_circleReducing image size and cold-start time on serverless or edge runtimes
Example output
Latest Insights
Stay ahead with the latest in prompt engineering.
ArticleGetting Started with PromptShip: From Zero to Your First Prompt in 5 Minutes
A quick-start guide to PromptShip. Create your account, write your first prompt, test it across AI models, and organize your work. All in under 5 minutes.
ArticleAI Prompt Security: What Your Team Needs to Know Before Sharing Prompts
Your prompts might contain more sensitive information than you realize. Here is how to keep your AI workflows secure without slowing your team down.
ArticlePrompt Engineering for Non-Technical Teams: A No-Jargon Guide
You do not need to know how to code to write great AI prompts. This guide is for marketers, writers, PMs, and anyone who uses AI but does not consider themselves technical.
ArticleHow to Build a Shared Prompt Library Your Whole Team Will Actually Use
Most team prompt libraries fail within a month. Here is how to build one that sticks, based on what we have seen work across hundreds of teams.
ArticleGPT vs Claude vs Gemini: Which AI Model Is Best for Your Prompts?
We tested the same prompts across GPT-4o, Claude 4, and Gemini 2.5 Pro. The results surprised us. Here is what we found.
ArticleThe Complete Guide to Prompt Variables (With 10 Real Examples)
Stop rewriting the same prompt over and over. Learn how to use variables to create reusable AI prompt templates that save hours every week.
Recommended Prompts
Kubernetes Manifest Reviewer (Security + Best Practices)
Reviews Kubernetes manifests for security posture and operational best practices — Pod Security Standards, RBAC scope, resource limits, probes, network policy, image provenance, and graceful shutdown — and returns severity-ranked findings with patched YAML aligned to the Restricted PSS profile.
OWASP Top 10 Security Code Auditor
Performs a forensic, line-by-line security audit on a code snippet using OWASP Top 10 as the threat model. Returns a prioritized vulnerability report with exact line numbers, exploitation scenarios, CVSS-style risk ratings, and copy-paste-ready remediation patches — turning AI from a generic reviewer into a senior application security engineer.
Hot-Path Performance Code Reviewer (Allocations, N+1, Big-O)
Performs a forensic performance review on a code snippet — flagging hidden N+1 queries, redundant allocations, accidental quadratic loops, blocking I/O on hot paths, and missing caching opportunities — with measured impact estimates and minimal-diff fixes engineers can paste into a PR.
Cloud Cost Optimizer (AWS / GCP / Azure)
Analyzes a cloud workload description or bill summary and identifies the highest-impact cost-reduction opportunities — right-sizing, reserved/savings plans, storage tiering, idle resources, egress traps, and autoscaling — with monthly $ savings estimates and risk-ranked rollout order.
Token Counter
Real-time tokenizer for GPT & Claude.
Cost Tracking
Analytics for model expenditure.
API Endpoints
Deploy prompts as managed endpoints.
Auto-Eval
Quality scoring using similarity benchmarks.